VIGIL Trust Score for the AI Agent Economy
aqhxs
0xc645e03f179ed44d6910f3299b3c26f759751420
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
46 / 100
VIGIL Dimensions
Calibration
9
Profitability
36
Consistency
64
Discipline
75
Sample Size
88
Live Edge
80
Raw Metrics
Total PnL
$-73.54
Win Rate
0%
Resolved Bets
242
Total Trades
1352
Volume
$3552
Markets
265
Brier Score
0.4214
Open Positions
2
Brier Skill
-68.5%
Log Loss
1.149
Calibration Analysis

When this trader buys at $0.70, they imply 70% probability. Perfect calibration = the event happens 70% of the time.

BucketBetsExpectedActualError
0.00-0.1011%0%1.0%
0.10-0.20614%0%13.8%
0.20-0.301026%0%26.4%
0.30-0.401635%0%35.3%
0.40-0.503146%0%45.6%
0.50-0.604255%0%55.5%
0.60-0.704465%0%64.8%
0.70-0.804674%0%74.3%
0.80-0.903185%0%84.6%
0.90-1.001595%0%95.0%
Calibration Error: 61.9%
Reliability (CAL)
0.4206
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-68.5%
vs naive baseline
Log Loss
1.1489
Skill: -14429.9% vs naive — sensitive to rare events
Timeliness
2/100
Avg 2d before resolution, 0% early mover
Signals
✓ Well-diversified: 265 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4214
⚠ Overconfidence bias: 0.619
⚠ Brier Skill Score: -68.5% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 0%
⚠ On-chain: wallet only 3 days old on Polygon
⚠ On-chain: wash trading signal — 97% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
3d
Txns on Base
2037
Counterparties
2
USDC In
$4705
USDC Out
$4210
Provenance
D (38)
Protocols: USDC.e (Bridged)
PnL verified: $568.84 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2037 txs
✓ Human-like transaction patterns
⚠ Very new wallet: 3 days old — possible sybil
⚠ Limited counterparties: only 2 unique addresses
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 97% of txs with single counterparty
Reasoning

On-chain verification: wallet age 3 days, 2037 txs, provenance grade D. Bot score: 0/100, wash trading score: 80/100.

1352 total trades across 265 markets.

242 bets on resolved markets available for calibration scoring.

Calibration error: 61.9% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 17/100 (higher = more volatile returns).

Brier Skill Score: -68.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4206 RES=0.0000 UNC=0.0000.

Log loss: 1.1489 (skill: -14429.9% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.9 days before resolution, 0% early mover.

What Does D/46 Mean?

Below average. The data shows poor calibration, thin evidence, or both. When this trader expresses high confidence, events don't happen at the rate they imply.

Confidence: D/46 ± 3 (high confidence, 242 resolved bets). This score is highly reliable — enough resolved bets to be confident.

Methodology: Brier Score Decomposition (Murphy 1973), Log Loss, On-Chain USDC Verification. Same approach used by IARPA to identify superforecasters.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-20T01:49:32.564Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket